Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

LoadTPUEmbeddingMomentumParametersGradAccumDebug

public final class LoadTPUEmbeddingMomentumParametersGradAccumDebug

Load Momentum embedding parameters with debug support.

An op that loads optimization parameters into HBM for embedding. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to install parameters that are loaded from a checkpoint before a training loop is executed.

Nested Classes

class LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options Optional attributes for LoadTPUEmbeddingMomentumParametersGradAccumDebug  

Public Methods

static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options
config(String config)
static LoadTPUEmbeddingMomentumParametersGradAccumDebug
create(Scope scope, Operand<Float> parameters, Operand<Float> momenta, Operand<Float> gradientAccumulators, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingMomentumParametersGradAccumDebug operation.
static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options
tableId(Long tableId)
static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options
tableName(String tableName)

Inherited Methods

Public Methods

public static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options config (String config)

public static LoadTPUEmbeddingMomentumParametersGradAccumDebug create (Scope scope, Operand<Float> parameters, Operand<Float> momenta, Operand<Float> gradientAccumulators, Long numShards, Long shardId, Options... options)

Factory method to create a class wrapping a new LoadTPUEmbeddingMomentumParametersGradAccumDebug operation.

Parameters
scope current scope
parameters Value of parameters used in the Momentum optimization algorithm.
momenta Value of momenta used in the Momentum optimization algorithm.
gradientAccumulators Value of gradient_accumulators used in the Momentum optimization algorithm.
options carries optional attributes values
Returns
  • a new instance of LoadTPUEmbeddingMomentumParametersGradAccumDebug

public static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options tableId (Long tableId)

public static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options tableName (String tableName)